Sotabase

Career

· Senior Research Director, Salesforce2025–
· Associate Professor (tenured, On Leave), Nanyang Technological University Singapore2022–
· Research Director, Salesforce2022–2025
· Senior Manager (NLP), Salesforce2019–2022
· Assistant Professor, Nanyang Technological University2017–2022
· Research Scientist, Qatar Computing Research Institute2013–2017

Publications (302)

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Neural Information Processing Systems · 2021
2,506
cited
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Conference on Empirical Methods in Natural Language Processing · 2021
2,045
cited
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Findings · 2022
1,170
cited
Diffusion Model Alignment Using Direct Preference Optimization
Computer Vision and Pattern Recognition · 2023
542
cited
GeDi: Generative Discriminator Guided Sequence Generation
Conference on Empirical Methods in Natural Language Processing · 2020
460
cited
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings
Conference on Empirical Methods in Natural Language Processing · 2015
439
cited
Conversational Agents in Health Care: Scoping Review and Conceptual Analysis
Journal of Medical Internet Research · 2020
383
cited
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
381
cited
Distributed Representations of Tuples for Entity Resolution
Proceedings of the VLDB Endowment · 2017
326
cited
Is GPT-3 a Good Data Annotator?
Annual Meeting of the Association for Computational Linguistics · 2022
316
cited
Sleep Quality Prediction From Wearable Data Using Deep Learning
JMIR mHealth and uHealth · 2016
224
cited
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Annual Meeting of the Association for Computational Linguistics · 2023
217
cited
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization
Annual Meeting of the Association for Computational Linguistics · 2022
206
cited
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
Annual Meeting of the Association for Computational Linguistics · 2023
199
cited
Unpaired Image Captioning via Scene Graph Alignments
IEEE International Conference on Computer Vision · 2019
190
cited
CODRA: A Novel Discriminative Framework for Rhetorical Analysis
International Conference on Computational Logic · 2015
179
cited
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks
International Conference on Web and Social Media · 2017
179
cited
ANR: Aspect-based Neural Recommender
International Conference on Information and Knowledge Management · 2018
176
cited
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis
Annual Meeting of the Association for Computational Linguistics · 2013
175
cited
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning
Conference on Empirical Methods in Natural Language Processing · 2023
164
cited
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Shafiq Joty | Researcher Profile | Sotabase | Sotabase